Triple
T14358534
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | The Perfect Guy |
E356035
|
entity |
| Predicate | director |
P255
|
FINISHED |
| Object |
David M. Rosenthal
David M. Rosenthal is an American film director and screenwriter known for his work in thrillers and character-driven dramas.
|
E1306920
|
NE FINISHED |
How this triple was built (4 steps)
Every LLM step that produced this triple, in pipeline order — named-entity classification, the disambiguation choices (the exact options shown, with the pick highlighted), and the generated description. The batch + timestamp of each is in the Provenance table below.
NER
Named-entity recognition
gpt-5-mini
Instruction
Given a phrase, classify it is english named entity (e.g., persons, organizations, works of art) in Latin script, or not (e.g., literals, dates, URLs, verbose phrases). For disambiguation, the statement where the phrase occurs as object is also given. Please return a JSON object with `phrase` (string, the phrase being analyzed) and `is_ne` (boolean, indicating whether the phrase is a Named Entity).
Input
Phrase: David M. Rosenthal | Statement: [The Perfect Guy, director, David M. Rosenthal]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: David M. Rosenthal Context triple: [The Perfect Guy, director, David M. Rosenthal]
-
A.
Phillip M. Margolin
Phillip M. Margolin is an American author best known for his fast-paced legal thrillers drawing on his experience as a criminal defense attorney.
-
B.
L. William Seidman
L. William Seidman was an American economist, businessman, and government official best known for chairing the Federal Deposit Insurance Corporation (FDIC) and leading the Resolution Trust Corporation during the U.S. savings and loan crisis.
-
C.
Ronald M. Cohen
Ronald M. Cohen was an American screenwriter known for his work on politically charged and socially conscious films and television projects.
-
D.
Richard H. Neiman
Richard H. Neiman is an American financial regulator and attorney who served as New York State’s Superintendent of Banks and was a member of the Congressional Oversight Panel monitoring the U.S. financial bailout.
-
E.
Daniel H. Lowenstein
Daniel H. Lowenstein is a prominent American legal scholar known for his pioneering work in election law and political reform.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg
Description generation
gpt-5.1
Instruction
Generate a one-sentence description of the target entity. You are given a context triple in the form (subject, predicate, object), where the object is the target entity. # Instructions Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. Avoid repeating the information from the triple, unless really essential. # Response Format Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: David M. Rosenthal Triple: [The Perfect Guy, director, David M. Rosenthal]
Generated description
David M. Rosenthal is an American film director and screenwriter known for his work in thrillers and character-driven dramas.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: David M. Rosenthal Target entity description: David M. Rosenthal is an American film director and screenwriter known for his work in thrillers and character-driven dramas.
-
A.
Phillip M. Margolin
Phillip M. Margolin is an American author best known for his fast-paced legal thrillers drawing on his experience as a criminal defense attorney.
-
B.
L. William Seidman
L. William Seidman was an American economist, businessman, and government official best known for chairing the Federal Deposit Insurance Corporation (FDIC) and leading the Resolution Trust Corporation during the U.S. savings and loan crisis.
-
C.
Ronald M. Cohen
Ronald M. Cohen was an American screenwriter known for his work on politically charged and socially conscious films and television projects.
-
D.
Richard H. Neiman
Richard H. Neiman is an American financial regulator and attorney who served as New York State’s Superintendent of Banks and was a member of the Congressional Oversight Panel monitoring the U.S. financial bailout.
-
E.
Daniel H. Lowenstein
Daniel H. Lowenstein is a prominent American legal scholar known for his pioneering work in election law and political reform.
- F. None of above. chosen
Provenance (5 batches)
The batch behind each pipeline step, in order, with when it ran. Timestamps are batch-level — stages were processed in waves, so the object chain (NER → NED1 → NEDg → NED2) reads in order, but predicate / elicitation batches can sit in a different wave.
| Step | Stage | Batch ID | Status | When |
|---|---|---|---|---|
| creating | Elicitation | batch_69d82790a7e08190877e2d349b2e8d8e |
completed | April 9, 2026, 10:26 p.m. |
| NER | Named-entity recognition | batch_69de8f52ca7881908704eef20228aed3 |
completed | April 14, 2026, 7:02 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a037c1a1390819092d68ddc32e4479f |
completed | May 12, 2026, 7:14 p.m. |
| NEDg | Description generation | batch_6a037cfd596481909d0c361a11185194 |
completed | May 12, 2026, 7:18 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a037e7bbd1c8190a88f57cdf5bf30f5 |
completed | May 12, 2026, 7:24 p.m. |
Created at: April 10, 2026, 1:15 a.m.